The bright sunlight, usually welcome, now felt intrusive, highlighting the dust motes dancing in the air of her apartment. Sarah stared at the notice on her fridge, the words “luxury living” practically screaming at her. She felt a profound disconnect from her surroundings.

She tried to force herself to eat, but the food sat heavy in her stomach. She opened a book, a favorite novel, but the words seemed to blur on the page. She couldn’t focus. The story held no power.

She picked up the phone, but then set it down again. The thought of conversations, of sharing her feelings, felt impossibly hard. She sat in the chair, and let out a long breath.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240